Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "119" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 211 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 206 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.811428 | -0.831762 | -0.574671 | 0.104084 | 0.075520 | -1.462842 | -1.174363 | 0.029310 | 0.7774 | 0.7966 | 0.2573 | 10.343667 | 11.502520 |
| 2459593 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.934431 | -0.122413 | -0.374867 | 0.856482 | -0.591951 | -0.716385 | -0.954335 | 2.035838 | 0.7293 | 0.7279 | 0.2616 | 5.357351 | 5.516361 |
| 2459592 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.146408 | -0.873846 | 1.585275 | 0.439060 | -0.335145 | 0.852492 | -1.824306 | 0.336792 | 0.0831 | 0.0807 | 0.0125 | nan | nan |
| 2459591 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.926470 | -0.702468 | -0.304836 | 0.679960 | -1.002835 | -1.164817 | -1.051372 | 3.606119 | 0.6655 | 0.6850 | 0.3777 | 6.579812 | 6.550624 |
| 2459590 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.813260 | -0.185450 | -0.276288 | 1.115895 | -0.908103 | -0.961188 | -0.919189 | 3.067108 | 0.6705 | 0.6864 | 0.3698 | 5.901764 | 5.913796 |
| 2459589 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.147900 | -0.743942 | -0.651747 | 0.908973 | -1.041857 | -0.599919 | -1.007631 | 0.390404 | 0.7055 | 0.7071 | 0.2914 | 5.539655 | 5.625566 |
| 2459588 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.008734 | -0.718930 | -0.797465 | 0.919185 | -0.399323 | -1.036663 | -0.934093 | 0.343361 | 0.7701 | 0.7620 | 0.2289 | 9.160776 | 8.533229 |
| 2459587 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 3.418783 | -0.199809 | 0.195582 | 1.332373 | 0.305040 | 0.688108 | -0.717425 | 3.311919 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.966480 | -0.329845 | -0.070776 | 0.681062 | -1.031029 | -0.009684 | -0.981819 | 3.847261 | 0.6502 | 0.6719 | 0.3739 | 4.549195 | 4.182428 |
| 2459585 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.560305 | 4.647902 | 0.035871 | 1.674943 | -0.558320 | 4.312888 | -0.723137 | 4.211962 | 0.0743 | 0.0695 | 0.0030 | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.372638 | 9.469662 | 2.818816 | 0.455139 | 4.096518 | 3.634948 | 46.386996 | 49.898644 | 0.6371 | 0.6518 | 0.3752 | 0.000000 | 0.000000 |
| 2459583 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.011152 | 0.779501 | -0.630379 | 0.141480 | -0.640496 | -1.403505 | -0.541644 | 4.156610 | 0.6671 | 0.6808 | 0.3901 | 0.000000 | 0.000000 |
| 2459582 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.082929 | 0.347596 | -0.467791 | 0.283115 | -0.868708 | -1.315807 | -0.546582 | 3.909050 | 0.6679 | 0.6816 | 0.3913 | 4.808800 | 4.447307 |
| 2459581 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.742733 | 0.208950 | -0.617490 | -0.110621 | -0.066501 | -0.502211 | -0.364455 | 2.334947 | 0.6749 | 0.6888 | 0.3854 | 4.140326 | 3.784966 |
| 2459580 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.118098 | 0.733750 | -0.609716 | -0.010411 | -0.917923 | -0.976713 | -0.877086 | 1.656975 | 0.6707 | 0.6850 | 0.3840 | 2.121403 | 2.135136 |
| 2459579 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.550104 | 0.500836 | -0.531584 | 0.565359 | -0.087247 | -0.532864 | -0.102766 | 6.162219 | 0.6617 | 0.6799 | 0.3937 | 5.172006 | 4.951749 |
| 2459578 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.848592 | -0.647696 | 0.625619 | 0.656955 | -0.066546 | -0.804587 | 0.107727 | -0.379007 | 0.0780 | 0.0387 | 0.0142 | nan | nan |
| 2459577 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.446780 | -0.117466 | -0.816983 | 0.037965 | -0.738651 | -0.030921 | -0.683485 | 1.361835 | 0.6702 | 0.6867 | 0.3840 | 3.378662 | 3.239077 |
| 2459576 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.287769 | -0.317554 | -0.627931 | 0.376710 | -0.125314 | 1.858229 | -0.570397 | 0.776388 | 0.6949 | 0.7077 | 0.3862 | 5.741280 | 5.507140 |
| 2459575 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.333367 | -0.565672 | -0.795247 | 0.134956 | -1.145704 | -1.131030 | -0.919137 | 0.535058 | 0.7511 | 0.7597 | 0.3328 | 7.968029 | 7.066366 |
| 2459574 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.424381 | 0.704639 | -0.736841 | 0.123247 | 0.195331 | -0.566189 | -0.783561 | 0.777048 | 0.6879 | 0.7035 | 0.3880 | 4.871161 | 4.839850 |
| 2459573 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.750638 | 1.725642 | -0.810947 | 0.153784 | -0.898959 | -1.135876 | -0.307094 | 7.381953 | 0.6815 | 0.6945 | 0.3890 | 4.476259 | 3.951296 |
| 2459572 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.671333 | 0.007126 | -0.754821 | 0.172581 | -0.724028 | -0.254814 | -0.023297 | 5.331751 | 0.6949 | 0.7079 | 0.3812 | 6.718624 | 5.933358 |
| 2459571 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.864437 | -0.613478 | 0.744562 | 0.535893 | 0.292611 | 1.049451 | -0.046844 | -0.953740 | 0.0791 | 0.0510 | 0.0173 | nan | nan |
| 2459570 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.113198 | -0.875806 | 0.172052 | -1.155075 | -0.143168 | -1.091464 | -0.781021 | -0.409098 | 0.6679 | 0.6968 | 0.3634 | 0.000000 | 0.000000 |
| 2459569 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.535586 | -0.234843 | -0.658244 | 0.186902 | -0.888065 | 0.304025 | -0.794976 | 0.003594 | 0.7643 | 0.7728 | 0.2369 | 4.431459 | 4.039387 |
| 2459566 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459565 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | -0.894017 | -0.894017 | -0.869152 | -0.869152 | 0.484019 | 0.484019 | 0.010794 | 0.010794 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.329871 | -0.561989 | -0.574256 | 0.692166 | 0.299166 | -0.155451 | -0.478435 | 0.550081 | 0.6948 | 0.7059 | 0.3992 | 3.306634 | 3.122089 |
| 2459563 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.479569 | -0.304587 | -0.476896 | 1.063611 | -0.849978 | -0.589079 | -0.373637 | 4.585066 | 0.6919 | 0.7046 | 0.3940 | 4.017349 | 4.096639 |
| 2459562 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.360873 | 0.203449 | -0.138514 | 0.412475 | 0.652586 | 0.226509 | 0.007433 | 2.141734 | 0.6897 | 0.7051 | 0.3942 | 3.304855 | 3.225010 |
| 2459561 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.130962 | -0.664966 | -0.184419 | 0.194291 | 0.397477 | -0.141764 | -0.089927 | 5.176908 | 0.6985 | 0.7147 | 0.3860 | 3.140043 | 2.956544 |
| 2459560 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.214872 | -0.126460 | -0.033224 | 0.207750 | 0.910808 | 0.067947 | 0.081224 | 3.479845 | 0.6877 | 0.7028 | 0.4008 | 3.278053 | 3.055033 |
| 2459559 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.493954 | -0.011952 | -0.204697 | 0.210814 | 0.672330 | -0.051515 | 0.286363 | 2.067926 | 0.6869 | 0.7036 | 0.3864 | 3.016254 | 2.891027 |
| 2459558 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.392589 | -0.178605 | -0.599741 | 0.307031 | -0.402263 | -1.312059 | -0.335788 | 7.009136 | 0.6883 | 0.7023 | 0.3973 | 3.828576 | 3.530266 |
| 2459557 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0413 | 0.0412 | 0.0053 | nan | nan |
| 2459556 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.145836 | -0.426364 | -0.568399 | 0.555010 | -0.612231 | -0.757678 | -0.280480 | 12.345571 | 0.6898 | 0.7064 | 0.3913 | 3.948612 | 3.704969 |
| 2459554 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6983 | 0.7096 | 0.4000 | nan | nan |
| 2459553 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6939 | 0.7077 | 0.3996 | nan | nan |
| 2459552 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.718588 | -0.851206 | -0.706489 | 0.027400 | -0.814911 | -2.450625 | -0.754245 | 1.171867 | 0.7002 | 0.7108 | 0.3928 | 8.562837 | 7.859697 |
| 2459551 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.788099 | -0.618431 | -0.133170 | 0.305309 | 0.833211 | -0.090623 | 0.096160 | 2.411429 | 0.6951 | 0.7105 | 0.3901 | 3.315997 | 2.969390 |
| 2459550 | RF_maintenance | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0810 | 0.0779 | 0.0050 | nan | nan |
| 2459549 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.544001 | -0.313203 | -0.562781 | 0.055047 | 0.312367 | -0.290024 | -0.063649 | 4.518779 | 0.6854 | 0.7041 | 0.4052 | 3.730970 | 3.425325 |
| 2459542 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.670775 | -0.364172 | -0.203204 | 0.939615 | -0.703757 | -0.700333 | -0.586780 | 2.459249 | 0.7442 | 0.7568 | 0.3581 | 3.148301 | 2.904485 |
| 2459541 | RF_maintenance | 0.00% | 1.34% | 1.79% | 0.00% | 100.00% | 0.00% | 0.904156 | -0.684099 | -0.985000 | 0.261233 | -0.844570 | 0.007955 | -1.131028 | -0.548523 | 0.7360 | 0.7423 | 0.3379 | 4.804416 | 4.495773 |
| 2459540 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.155031 | -0.848304 | -0.155987 | 0.237616 | -0.444559 | 0.717491 | -0.457166 | 2.064805 | 0.7486 | 0.7536 | 0.3411 | 3.154021 | 2.895234 |
| 2459536 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.205759 | -1.608917 | 1.386370 | -0.218871 | 0.759197 | -1.000059 | -0.792269 | 0.596358 | 0.7172 | 0.7254 | 0.4297 | 5.038014 | 4.814062 |
| 2459535 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.340656 | -1.047616 | -0.728983 | -0.581112 | -0.864223 | -0.083724 | -0.547015 | 3.006066 | 0.7824 | 0.7760 | 0.3514 | 3.615234 | 3.029388 |
| 2459534 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.639646 | -1.082332 | -0.650172 | -0.673140 | -0.426224 | 0.344990 | -0.354266 | 2.237394 | 0.7748 | 0.7680 | 0.3486 | 6.047172 | 5.985313 |
| 2459533 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.566007 | -0.966681 | -0.685887 | -0.195152 | -0.209909 | -1.148635 | -0.256774 | 9.036008 | 0.7155 | 0.7291 | 0.4001 | 3.622006 | 3.362942 |
| 2459532 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.954949 | -0.660985 | 0.928085 | -0.369720 | -1.033254 | -1.297040 | -0.678113 | 4.659236 | 0.7198 | 0.7297 | 0.3956 | 4.267088 | 3.672890 |
| 2459530 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.971340 | -0.956071 | -0.821556 | -0.514432 | -0.036339 | -0.434470 | -0.355270 | 2.064987 | 0.7165 | 0.7302 | 0.4095 | 4.093852 | 3.858178 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.287880 | -0.611134 | -0.659571 | -0.258121 | -1.394154 | -0.188323 | -1.005072 | 1.580464 | 0.9106 | 0.9412 | 0.2880 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 1.028608 | -0.293737 | 0.414893 | -0.196735 | -0.673757 | -0.892520 | -1.086989 | 3.419737 | nan | nan | nan | 6.729491 | 5.739524 |
| 2459522 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.860547 | -1.194465 | -0.834657 | 0.209944 | -0.976360 | -0.779680 | -0.750988 | 2.424118 | 0.6503 | 0.7237 | 0.3679 | 4.463883 | 5.233942 |
| 2459513 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.809112 | -0.587326 | 1.585779 | 1.276971 | -0.411491 | -0.399680 | 0.167533 | -0.164974 | 0.1534 | 0.1037 | 0.0160 | nan | nan |
| 2459508 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.843139 | -0.450585 | -0.141409 | -0.591712 | -0.393670 | -1.172208 | -0.841399 | -0.682864 | 0.9184 | 0.9548 | 0.1689 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.895242 | 0.266049 | -0.660240 | 1.013984 | -0.682873 | -0.179060 | 0.114680 | 1.161771 | 0.8794 | 0.8627 | 0.2107 | 11.043249 | 15.281582 |
| 2459503 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.295550 | 0.166255 | 0.517397 | -0.281489 | 1.117327 | -0.933708 | -0.909448 | 0.463291 | 0.8811 | 0.8768 | 0.4106 | 0.000000 | 0.000000 |
| 2459501 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.294060 | -0.817770 | -0.806398 | -0.636513 | -0.647288 | 0.423010 | -0.078151 | 3.485232 | 0.8711 | 0.9009 | 0.3662 | 0.000000 | 0.000000 |
| 2459500 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.547773 | -0.978261 | -1.109702 | -1.207121 | -1.060100 | -0.372548 | 0.200458 | 3.730763 | 0.8756 | 0.8954 | 0.3546 | 0.000000 | 0.000000 |
| 2459499 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.980360 | -0.195253 | 0.012482 | -0.151207 | 0.630286 | -0.600866 | -0.566031 | 2.568794 | 0.8888 | 0.9496 | 0.1679 | 0.000000 | 0.000000 |
| 2459498 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.156763 | 0.005512 | 0.314784 | -0.000557 | 0.712048 | -0.715739 | -0.799547 | 1.952384 | 0.8871 | 0.8970 | 0.3825 | 0.000000 | 0.000000 |
| 2459497 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.747868 | 0.378626 | 0.554838 | 0.128323 | 1.151756 | -0.826619 | -0.874420 | 0.403688 | 0.9161 | 0.9383 | 0.3062 | 0.000000 | 0.000000 |
| 2459496 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.146323 | -0.254517 | 0.175192 | -0.009757 | 0.352151 | -1.181055 | -0.893064 | 0.712073 | 0.0947 | 0.0811 | 0.0120 | 0.000000 | 0.000000 |
| 2459495 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.517831 | -0.262069 | -0.031093 | 0.059240 | 0.131176 | -0.969664 | -0.900425 | 1.678463 | 0.0910 | 0.0817 | 0.0141 | 0.000000 | 0.000000 |
| 2459494 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.253066 | 0.302593 | -0.135486 | 0.124093 | -0.173223 | -1.149434 | -0.415514 | 2.075924 | 0.0838 | 0.0782 | 0.0131 | 0.000000 | 0.000000 |
| 2459492 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.004410 | -0.062887 | 1.301860 | -0.344401 | 1.941962 | -0.776905 | -0.925143 | 2.348912 | 0.0947 | 0.0791 | 0.0116 | 0.000000 | 0.000000 |
| 2459491 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 4.055450 | -0.074431 | 1.522836 | -0.840034 | 3.503781 | -1.188492 | -0.978968 | 2.330452 | 0.0917 | 0.0835 | 0.0102 | 0.000000 | 0.000000 |
| 2459490 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 4.409639 | -0.455025 | -1.427919 | -0.406364 | 0.660305 | -0.184862 | 0.267954 | 9.572993 | 0.0849 | 0.0783 | 0.0122 | 0.000000 | 0.000000 |
| 2459489 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.890397 | -0.512066 | 1.185997 | -0.910581 | 2.739930 | -0.940240 | -0.641417 | 2.078216 | 0.0911 | 0.0870 | 0.0117 | 0.000000 | 0.000000 |
| 2459488 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.378922 | -0.790478 | 0.665073 | -0.275420 | 1.261043 | -0.136584 | 0.553894 | 3.135545 | 0.0995 | 0.0810 | 0.0116 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 2.799455 | 1.906398 | 1.238167 | 2.799455 | 1.882721 | 1.751699 | 0.052385 | 0.596180 | -0.478564 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 56.854983 | 0.904942 | 24.434113 | -0.612542 | 56.854983 | -0.423816 | 14.724325 | -0.455241 | 10.302806 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 66.949051 | 25.519161 | 0.929678 | 66.949051 | 2.797609 | 37.598860 | 3.516984 | 19.186149 | -2.103090 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 30.893015 | 19.308012 | -0.204502 | 30.893015 | -1.007843 | 10.957341 | -0.865447 | 4.022414 | 0.491158 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 26.358059 | 15.855656 | -0.500074 | 26.358059 | -0.750833 | 8.564441 | -0.910272 | 4.500768 | -0.041635 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 33.003984 | -0.226218 | 21.872973 | -0.800729 | 33.003984 | -0.744874 | 9.677356 | -0.524911 | 5.586942 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 79.726289 | 24.144743 | 1.653205 | 79.726289 | -0.078408 | 25.917507 | -0.522462 | 6.239488 | 0.970808 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 81.900368 | 28.010026 | 0.353331 | 81.900368 | -0.634862 | 27.616325 | -0.762721 | 4.977119 | 2.326488 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 34.150464 | 19.529364 | 0.097063 | 34.150464 | -0.089084 | 7.170239 | -1.004825 | 6.217026 | -0.082143 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 41.573064 | 18.893906 | -0.246281 | 41.573064 | -0.707293 | 10.972785 | -0.362513 | 6.867039 | 1.010318 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 14.086354 | 14.086354 | 0.149938 | 2.150285 | 1.896396 | 0.620736 | -0.825240 | 4.814805 | 2.297962 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | Nnan | Not Found | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 28.320833 | -0.127548 | 18.694574 | -0.834742 | 28.320833 | -1.156247 | 7.167658 | -0.158702 | 5.847095 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 14.827662 | 14.827662 | -0.107704 | 2.356394 | 1.919213 | 0.465602 | 4.571504 | 5.443387 | 8.514241 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 122.571991 | 24.385110 | -0.117925 | 122.571991 | -0.063813 | 27.080580 | -0.151681 | 9.839164 | 1.935332 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 16.458810 | 16.458810 | 0.221451 | 3.554495 | 2.532459 | 0.612065 | -1.222379 | 3.190678 | 0.081568 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 33.214196 | 2.441309 | 33.214196 | 2.060872 | 6.137524 | -0.660912 | 1.672916 | 0.383121 | 4.707774 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 18.419893 | 18.419893 | 0.989457 | 4.892882 | 3.439212 | 0.656535 | -0.888108 | 5.575345 | 0.391845 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 89.592427 | 21.144279 | 0.102570 | 89.592427 | 0.206776 | 25.284596 | -0.751865 | 8.849600 | 0.913753 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 36.247575 | -0.495580 | 15.313552 | -0.963068 | 36.247575 | -0.926468 | 8.188104 | 0.287334 | 5.766211 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 15.103828 | -0.050692 | 15.103828 | 2.147228 | 1.999331 | -0.585869 | 0.495311 | 0.448316 | 3.134834 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 13.742052 | 0.015453 | 13.742052 | 2.100956 | 2.029000 | -0.462191 | -0.082500 | 0.925884 | 3.427674 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 18.197043 | 1.143588 | 18.197043 | 0.462124 | 3.141038 | -0.308781 | -0.161241 | 0.687522 | 4.284891 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 12.638646 | 0.270949 | 12.638646 | 2.016440 | 2.395084 | -0.909117 | 0.174559 | -0.644276 | 2.147868 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 9.432723 | -0.052471 | 9.432723 | 1.606807 | 1.647637 | -0.927094 | -0.468073 | -0.435689 | 3.643571 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 13.192789 | 0.131445 | 13.192789 | 1.924730 | 2.087897 | -0.030612 | 0.613599 | -0.553137 | 4.617312 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 10.955596 | 0.085038 | 10.955596 | 1.436482 | 1.716579 | 1.830878 | 0.033604 | -0.531315 | 2.219885 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 101.066924 | 31.274031 | 0.183000 | 101.066924 | -0.591898 | 22.632975 | -0.812147 | 14.017429 | -0.075420 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 9.825958 | 9.825958 | 0.238206 | 2.923319 | 0.311188 | 0.468247 | -1.123954 | 1.332760 | -0.498658 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Temporal Discontinuties | 2.517780 | 0.041995 | 0.736665 | 1.466517 | 2.083612 | -0.455524 | 0.178734 | 2.119166 | 2.517780 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 2.820205 | 0.905436 | 0.268467 | 2.820205 | 1.840417 | -0.538927 | -0.119652 | 1.112431 | -0.874903 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 1.845840 | 0.742242 | 0.082392 | 1.845840 | 1.233218 | -0.345229 | -0.822781 | 0.610997 | -1.000280 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 2.053369 | 0.924111 | 0.148949 | 2.053369 | 1.573473 | -0.786865 | -0.575888 | 0.669918 | -0.916992 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 2.605279 | 0.205878 | 1.048939 | 2.021050 | 2.605279 | -0.431023 | -0.690722 | -0.798025 | 0.742447 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Temporal Discontinuties | 1.933398 | -0.180213 | 0.537223 | -0.602578 | -0.684704 | 0.114676 | -1.014875 | 1.690745 | 1.933398 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 0.217302 | -0.793504 | -0.919769 | -0.001165 | 0.217302 | -0.802544 | -0.763607 | -0.676385 | -0.061337 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 1.490994 | -0.627912 | -1.006161 | 1.342744 | 1.490994 | -0.909367 | -1.050590 | -0.715262 | -0.024996 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 0.852101 | 0.852101 | 0.171712 | -0.443899 | -0.424440 | -1.057920 | -0.749256 | -0.663248 | -0.087257 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 0.304394 | 0.037358 | 0.304394 | -0.896136 | -1.649331 | -1.287769 | -1.362461 | -0.381552 | -0.535635 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 1.201958 | -0.495847 | -0.915048 | 1.201314 | 1.201958 | -1.127199 | -1.097735 | -0.942229 | 0.052372 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | nn Temporal Variability | 1.190498 | 0.272589 | 0.946715 | 0.372288 | 0.987058 | 1.190498 | 0.194511 | 0.195768 | 1.099291 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 1.414868 | -0.271374 | 0.150586 | 0.709431 | 1.414868 | -1.090289 | -0.676828 | -1.214715 | -0.908734 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Power | 1.681103 | 0.899202 | -0.219365 | 1.681103 | 0.354947 | -1.141220 | -0.780925 | -0.942342 | -0.747129 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 1.063527 | 0.031509 | 1.063527 | -0.498031 | 0.156911 | -0.991921 | -1.504825 | -0.036026 | -0.785027 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | nn Shape | 0.000000 | 0.000000 | 0.000000 | -0.075204 | -0.075204 | -0.239788 | -0.239788 | -0.205337 | -0.205337 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | -0.674491 | -0.674491 | -0.674491 | -0.674491 | -0.674491 | -0.831236 | -0.831236 | -0.739909 | -0.739909 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | N07 | RF_maintenance | ee Shape | 1.682269 | 0.072238 | 1.682269 | -0.119497 | 1.002907 | 0.197259 | 0.527165 | -1.038542 | -1.369822 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | 2.437625 | 2.437625 | 0.846000 | -0.002065 | -0.142929 | -0.876325 | -0.875975 | -0.245858 | 0.063751 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Power | 0.365540 | -0.592257 | 0.150201 | 0.365540 | -0.514503 | -0.884015 | -0.392550 | -0.265105 | -0.742845 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Power | 2.169695 | 1.269964 | 0.354221 | 2.169695 | 0.384023 | -0.353613 | 0.169969 | -0.704998 | -0.048268 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | 0.958415 | 0.958415 | -0.124542 | 0.465353 | 0.000935 | -0.360398 | 0.582287 | -0.676864 | -0.689981 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Variability | 8.699023 | 0.691974 | 0.992025 | -0.708158 | -0.084885 | 8.699023 | -0.692419 | 0.702475 | 0.268105 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Power | 0.963788 | 0.009609 | 0.923807 | 0.348852 | 0.963788 | -1.221602 | -1.259156 | -0.462066 | -0.857151 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | 1.611674 | 0.466916 | 1.611674 | 0.098448 | 0.699726 | -1.158508 | -1.725576 | -0.552393 | -1.111824 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | 1.014944 | 1.014944 | -0.174241 | -0.458769 | -0.647477 | -0.998471 | -0.419545 | -1.151860 | -1.081026 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Power | 1.793067 | -0.183944 | 1.142945 | 0.058015 | 1.793067 | -0.396511 | -1.438299 | -0.224713 | -1.153067 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Power | 1.585584 | 1.358564 | 0.058035 | 1.585584 | 0.261449 | -0.134350 | -0.609750 | -1.191698 | -0.664476 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | 0.673214 | -0.312840 | 0.673214 | -0.680388 | -0.124743 | -0.624412 | -1.337086 | -0.297859 | -0.674837 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Temporal Discontinuties | 28.349419 | 0.051839 | 0.945699 | 0.375376 | 1.716701 | -0.098745 | 2.774483 | 1.411297 | 28.349419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Variability | 2.096275 | -0.003314 | 0.170603 | 0.569567 | 1.545617 | 2.096275 | 0.176752 | 0.682906 | -1.079898 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Power | 1.816543 | 1.218318 | 0.337892 | 1.816543 | -0.025668 | 1.700398 | -0.025161 | -0.244601 | 1.089329 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 3.280365 | 1.153912 | -0.118077 | -0.446440 | -0.761561 | -1.406983 | 0.467610 | -0.303854 | 3.280365 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Power | 23.673952 | 0.868999 | 1.093226 | 23.673952 | 20.527959 | 3.854696 | 3.551240 | 0.844116 | -1.587044 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | 1.854392 | 0.613611 | 1.854392 | -0.372867 | -0.183128 | -0.902934 | -1.077938 | 1.117407 | -0.663147 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Variability | 2.825051 | 0.468648 | 0.503436 | 1.937640 | 0.689513 | 1.524483 | 2.825051 | 0.958580 | -0.602977 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Power | 2.460497 | 0.019078 | 1.390096 | -0.402285 | 2.460497 | -0.138466 | 0.912143 | 0.361606 | 0.018155 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 8.468606 | 1.103053 | 0.312433 | 2.966158 | 0.093493 | 2.136898 | 0.776163 | -0.625202 | 8.468606 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 10.836270 | 1.334899 | 1.592361 | -0.048359 | 2.309842 | 1.646875 | 2.082269 | 10.836270 | -1.096353 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 3.201622 | -0.268781 | 0.731360 | -0.253082 | 1.631873 | -0.106788 | 0.714902 | 3.201622 | -1.716536 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 8.273632 | 5.708928 | 1.209455 | 0.509419 | 2.565966 | 4.482493 | 1.219909 | 8.273632 | 0.433304 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 13.927709 | 2.696654 | 1.807948 | 0.151164 | 2.221804 | 2.288875 | 1.483549 | 13.927709 | -0.613931 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Power | 2.191204 | 1.451527 | 1.460480 | 2.191204 | 0.511250 | 0.639830 | 0.846550 | 0.738752 | 0.340003 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | 1.618959 | 0.134246 | 1.618959 | -0.358510 | 0.211409 | 0.581379 | -0.949396 | 0.759061 | -0.820089 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Power | 2.541785 | 1.712320 | 0.253457 | 2.541785 | -1.019129 | 1.297686 | -0.234523 | -1.044552 | 0.046878 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Power | 2.074291 | 1.291993 | -0.004461 | 2.074291 | -0.221623 | 0.350236 | -0.651787 | 1.788042 | -0.388569 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Power | 1.946306 | 0.015322 | -0.059835 | -0.577078 | 1.946306 | -1.179275 | 0.931288 | -0.348875 | 1.410284 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 12.433607 | 1.378647 | 0.364367 | 2.487962 | -0.053267 | 1.204727 | 0.032973 | -0.475917 | 12.433607 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Temporal Variability | 31035.036030 | 0.346634 | 0.346634 | 1031.663577 | 1031.663577 | 31035.036030 | 31035.036030 | 6.408938 | 6.408938 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 6.705803 | 1.406924 | 0.281024 | 0.497106 | 0.403640 | -0.957277 | 1.264446 | -0.749202 | 6.705803 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 7.855054 | 2.136427 | -0.040392 | 3.035747 | -0.120107 | 0.720844 | 0.445663 | -0.854984 | 7.855054 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | ee Shape | 2.621975 | 2.621975 | 0.290667 | 2.143705 | -0.420077 | -0.010181 | 0.087314 | -0.996284 | 2.517876 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 2.235684 | 1.157883 | -0.236673 | -0.597808 | 0.541689 | -1.327404 | -0.118190 | -0.674665 | 2.235684 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 1.281342 | 1.162217 | 0.818426 | -0.671529 | -0.130927 | -1.358485 | -1.045545 | -1.109836 | 1.281342 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 9.592747 | 1.497163 | 0.141749 | 2.340001 | -0.164449 | -0.248335 | 0.373244 | -0.821244 | 9.592747 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 3.248975 | 1.180588 | -0.016390 | -0.487336 | 0.650887 | -1.300149 | -0.530905 | -0.041804 | 3.248975 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | 7 | RF_maintenance | nn Temporal Discontinuties | 5.196812 | 0.161572 | 1.874272 | -0.147117 | 2.451630 | 0.576797 | -0.410668 | 5.196812 | -0.827558 |